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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os01g0263300

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Similar to Peroxidase 72 precursor (EC 1.11.1.7) (Atperox P72) (PRXR8) (ATP6a).


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 3.03 (0.0194) R2 : 5.48e-06
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.00204 (0.0408) R2dN8 : 7.07e-06 R2N8 : 5.48e-06
σ : 0.365
deviance : 61.05
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, response mode = > th, dose dependency = dose independent, type of G = no)

deviance σ α β1 β2 β3 β4 β5 γ1 peak time of C threshold memory length peak or start time of G open length of G
56.06 0.352 3.03 0.0678 0.073 0.965 0.204 2.44 0.0178 9.55 8.672 7 -- --
57.82 0.357 3.02 0.0479 0.0881 1.52 0.323 -- 0.0123 10.6 8.672 7 -- --
56.17 0.349 3.03 0.0754 0.0793 1 -- 2.51 0.019 8.12 8.655 6 -- --
58.17 0.358 3.02 0.0601 0.0975 1.56 -- -- 0.0124 9 8.655 6 -- --
56.52 0.35 3.03 0.0753 -- 0.999 -- 2.56 0.0183 -- 8.641 6 -- --
60.09 0.363 3.02 0.0257 0.0831 -- 0.351 -- 0.00566 10.6 -- -- -- --
60.57 0.364 3.02 0.0389 0.0868 -- -- -- 0.00601 9.45 -- -- -- --
58.71 0.358 3.02 0.0594 -- 1.52 -- -- 0.0129 -- 8.655 9 -- --
58.26 0.357 3.02 -- 0.0975 1.54 -- -- 0.0057 8.96 8.7 2 -- --
61.01 0.365 3.02 0.0383 -- -- -- -- 0.00629 -- -- -- -- --
60.61 0.364 3.02 -- 0.0867 -- -- -- 0.00168 9.41 -- -- -- --
58.8 0.358 3.02 -- -- 1.5 -- -- 0.00624 -- 8.655 9 -- --
61.05 0.365 3.03 -- -- -- -- -- 0.00204 -- -- -- -- --

Results of the grid search

Summarized heatmap of deviance
Histogram

Local optima within top1000 grid-points

rank deviance wheather threshold memory length response mode dose dependency type of G peak or start time of G open length of G
1 54.71 wind 9.0 90 > th dose dependent rect. 10 1
3 54.79 wind 7.0 90 > th dose independent rect. 10 1
25 55.01 wind 5.0 720 > th dose independent rect. 4 1
26 55.01 wind 5.0 720 > th dose dependent rect. 4 1
38 55.12 wind 5.0 10 > th dose dependent rect. 11 1
39 55.13 precipitation 0.1 1440 < th dose independent rect. 15 1
40 55.13 precipitation 0.1 1440 < th dose dependent rect. 15 1
41 55.15 wind 7.0 10 > th dose independent rect. 11 1
49 55.21 precipitation 0.1 1440 > th dose independent rect. 15 1
50 55.21 precipitation 0.1 1440 > th dose dependent rect. 15 1
100 55.44 wind 9.0 90 > th dose independent rect. 18 17
110 55.48 humidity 90.0 1440 > th dose dependent rect. 15 2
182 55.74 wind 9.0 90 > th dose dependent rect. 18 17
250 55.93 wind 9.0 14400 > th dose independent rect. 1 1
252 55.93 wind 9.0 14400 > th dose dependent rect. 1 1
302 56.11 wind 7.0 90 > th dose dependent sin 5 NA
304 56.13 wind 7.0 90 < th dose independent sin 4 NA
319 56.15 wind 7.0 90 > th dose dependent rect. 17 19
353 56.20 wind 7.0 90 > th dose independent sin 5 NA
354 56.20 atmosphere 1010.0 10 > th dose independent rect. 11 1
445 56.20 wind 7.0 10 > th dose dependent rect. 18 19
495 56.24 wind 9.0 90 > th dose independent sin 8 NA
521 56.27 wind 9.0 10 > th dose independent rect. 18 18
542 56.30 wind 9.0 90 < th dose independent sin 8 NA
588 56.36 atmosphere 1010.0 10 > th dose dependent rect. 11 1
724 56.44 wind 9.0 10 > th dose independent rect. 11 8
796 56.51 wind 7.0 10 < th dose independent rect. 3 23
836 56.56 wind 7.0 10 > th dose dependent sin 5 NA
890 56.60 atmosphere 1010.0 270 < th dose independent rect. 3 16